SUMMARY
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Title Input
0 Type City
1 Search san francisco
2 Place of Interests super duper burger, starbucks, mcdonalds, restaurant

SHOWING RESULTS FOR INPUT:

RENT: $/SQFT

20112012201320142015201620172018201922.533.544.55
941099411094122941129411594117941029412194118941149410394107941169412394131941339413494132941249410594127941089415894111

REGRESSION ANALYSIS ON IMPACT OF FACTORS REGARDING RENT

0 1 2 3
0 Model: OLS Adj. R-squared: 0.816
1 Dependent Variable: rent AIC: 15.6553
2 Date: 2020-01-21 00:31 BIC: 29.2812
3 No. Observations: 23 Log-Likelihood: 4.1724
4 Df Model: 11 F-statistic: 9.881
5 Df Residuals: 11 Prob (F-statistic): 0.000333
6 R-squared: 0.908 Scale: 0.085171

Coef. Std.Err. t P>|t| [0.025 0.975]
intercept 0.006050 0.002233 2.709132 0.020322 0.001135 0.010965
population -0.000007 0.000006 -1.130930 0.282139 -0.000022 0.000007
density 0.000015 0.000010 1.467903 0.170135 -0.000007 0.000037
violent crime 0.011271 0.016726 0.673887 0.514295 -0.025542 0.048085
property crime 0.004609 0.017792 0.259052 0.800379 -0.034550 0.043768
MCDONALDS_count -0.107718 0.179982 -0.598495 0.561631 -0.503855 0.288419
RESTAURANT_count 0.121000 0.044664 2.709132 0.020322 0.022696 0.219304
STARBUCKS_count 0.042184 0.028838 1.462782 0.171505 -0.021288 0.105656
SUPER DUPER BURGER_count 0.192628 0.273705 0.703781 0.496197 -0.409792 0.795049
MCDONALDS_mean -0.000035 0.000191 -0.181097 0.859585 -0.000454 0.000385
RESTAURANT_mean 0.000801 0.000342 2.339321 0.039219 0.000047 0.001554
STARBUCKS_mean -0.000815 0.000911 -0.894219 0.390351 -0.002820 0.001191
SUPER DUPER BURGER_mean -0.000021 0.000190 -0.111077 0.913556 -0.000438 0.000396

SALES: $/SQFT

20102011201220132014201520162017201820194006008001000120014001600
94109941109412294112941159411794121941189410394114941079411694123941319413394134941249410594127

REGRESSION ANALYSIS ON IMPACT OF FACTORS REGARDING SALES

0 1 2 3
0 Model: OLS Adj. R-squared: 0.839
1 Dependent Variable: sales AIC: 225.4339
2 Date: 2020-01-21 00:31 BIC: 236.7672
3 No. Observations: 19 Log-Likelihood: -100.72
4 Df Model: 11 F-statistic: 9.543
5 Df Residuals: 7 Prob (F-statistic): 0.00324
6 R-squared: 0.937 Scale: 6389.7

Coef. Std.Err. t P>|t| [0.025 0.975]
intercept 2.162541 0.673941 3.208799 0.014883 0.568924 3.756159
population -0.005129 0.002277 -2.252710 0.058962 -0.010512 0.000255
density 0.004444 0.005514 0.806021 0.446744 -0.008594 0.017483
violent crime -7.371075 7.778942 -0.947568 0.374905 -25.765349 11.023199
property crime 4.895421 7.016935 0.697658 0.507894 -11.696993 21.487834
MCDONALDS_count 12.968615 77.069829 0.168271 0.871129 -169.272572 195.209803
RESTAURANT_count 43.250826 13.478821 3.208799 0.014883 11.378480 75.123173
STARBUCKS_count 28.336558 17.542833 1.615278 0.150285 -13.145649 69.818766
SUPER DUPER BURGER_count -139.220861 216.357675 -0.643475 0.540415 -650.825467 372.383744
MCDONALDS_mean -0.067468 0.081184 -0.831047 0.433375 -0.259438 0.124502
RESTAURANT_mean 0.226784 0.182987 1.239342 0.255156 -0.205912 0.659479
STARBUCKS_mean -0.061972 0.314381 -0.197124 0.849332 -0.805365 0.681421
SUPER DUPER BURGER_mean 0.128846 0.124657 1.033605 0.335703 -0.165921 0.423614

ROI (PER YERAR: ROI = RENT*12/SALES*100)

2011201220132014201520162017201820193.544.555.566.57
94103941059410794109941109411294114941159411694117941189412194122941239412494127941319413394134

REGRESSION ANALYSIS ON IMPACT OF FACTORS REGARDING ROI

0 1 2 3
0 Model: OLS Adj. R-squared: 0.377
1 Dependent Variable: roi AIC: 15.4076
2 Date: 2020-01-21 00:31 BIC: 26.7408
3 No. Observations: 19 Log-Likelihood: 4.2962
4 Df Model: 11 F-statistic: 1.990
5 Df Residuals: 7 Prob (F-statistic): 0.185
6 R-squared: 0.758 Scale: 0.10111

Coef. Std.Err. t P>|t| [0.025 0.975]
intercept 0.010903 0.002681 4.067112 0.004767 0.004564 0.017243
population 0.000010 0.000009 1.135908 0.293384 -0.000011 0.000032
density 0.000012 0.000022 0.552677 0.597682 -0.000040 0.000064
violent crime 0.078162 0.030944 2.525938 0.039467 0.004992 0.151332
property crime -0.039254 0.027912 -1.406313 0.202437 -0.105256 0.026749
MCDONALDS_count -0.162450 0.306574 -0.529890 0.612573 -0.887382 0.562481
RESTAURANT_count 0.218066 0.053617 4.067112 0.004767 0.091282 0.344850
STARBUCKS_count -0.065901 0.069783 -0.944370 0.376426 -0.230912 0.099110
SUPER DUPER BURGER_count 0.932286 0.860643 1.083244 0.314596 -1.102811 2.967382
MCDONALDS_mean 0.000069 0.000323 0.212960 0.837427 -0.000695 0.000832
RESTAURANT_mean -0.000703 0.000728 -0.966193 0.366134 -0.002424 0.001018
STARBUCKS_mean -0.001651 0.001251 -1.320274 0.228275 -0.004608 0.001306
SUPER DUPER BURGER_mean -0.000386 0.000496 -0.779357 0.461301 -0.001559 0.000786

SUMMARY
0 Click to view table only summary(For saving)